전체 전문분석자료

전문분석자료

Academic · 약 1분

Hybrid Self-evolving Structured Memory for GUI Agents

arXiv:2603.10291v1 Announce Type: new Abstract: The remarkable progress of vision-language models (VLMs) has enabled GUI agents to interact with computers in a human-like manner. Yet …

Sibo Zhu, Wenyi Wu, Kun Zhou, Stephen Wang, Biwei Huang
조회수 49회
Academic · 약 1분

Personalized Group Relative Policy Optimization for Heterogenous Preference Alignment

arXiv:2603.10009v1 Announce Type: cross Abstract: Despite their sophisticated general-purpose capabilities, Large Language Models (LLMs) often fail to align with diverse individual preferences because standard post-training …

Jialu Wang, Heinrich Peters, Asad A. Butt, Navid Hashemi, Alireza Hashemi, Pouya M. Ghari, Joseph Hoover, James Rae, Morteza Dehghani
조회수 189회
Academic · 약 1분

Trajectory-Informed Memory Generation for Self-Improving Agent Systems

arXiv:2603.10600v1 Announce Type: new Abstract: LLM-powered agents face a persistent challenge: learning from their execution experiences to improve future performance. While agents can successfully complete …

Gaodan Fang, Vatche Isahagian, K. R. Jayaram, Ritesh Kumar, Vinod Muthusamy, Punleuk Oum, Gegi Thomas
조회수 72회